Struct Plot2D

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pub struct Plot2D {
    pub points: Vec<PlotPoint>,
    pub decision_boundary: Option<Vec<(f64, f64)>>,
    pub margin_boundaries: Option<MarginBoundaries>,
    pub config: VisualizationConfig,
    pub x_range: (f64, f64),
    pub y_range: (f64, f64),
}

Expand description

2D visualization data structure

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§points: Vec<PlotPoint>§decision_boundary: Option<Vec<(f64, f64)>>§margin_boundaries: Option<MarginBoundaries>§config: VisualizationConfig§x_range: (f64, f64)§y_range: (f64, f64)

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impl Plot2D

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pub fn new(config: VisualizationConfig) -> Self

Create a new 2D plot

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pub fn add_points( &mut self, x: &Array2<f64>, y: &Array1<f64>, support_vectors: &[usize], )

Add points to the plot

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pub fn generate_decision_boundary<F>(&mut self, decision_function: F)
where F: Fn(f64, f64) -> f64,

Generate decision boundary points

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pub fn generate_margin_boundaries<F>(&mut self, decision_function: F)
where F: Fn(f64, f64) -> f64,

Generate margin boundaries

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pub fn to_svg(&self) -> String

Generate SVG output for the plot

Trait Implementations§

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impl Clone for Plot2D

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fn clone(&self) -> Plot2D

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for Plot2D

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for Plot2D

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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